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Selection of Actor Nodes in Wireless Sensor and Actor Networks: A Fuzzy-Based System Considering Packet Error Rate as a New Parameter

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Complex, Intelligent, and Software Intensive Systems (CISIS 2017)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 611))

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Abstract

In Wireless Sensor and Actor Networks (WSANs), sensors and actors collaborate together to get the information about the physical environment and perform appropriate actions. In order to provide effective sensing and acting, a distributed local coordination mechanism is necessary among sensors and actors. The degree of errors encountered during data transmission over a communication is different. The higher the error rate, the less reliable the connection or data transfer will be. In this work, we consider the actor node selection problem and propose a fuzzy-based system that based on data provided by sensors and actors selects an appropriate actor node. We use 4 input parameters. Different from our previous work, we consider also the Packet Error Rate (PER) parameter. The output parameter is Actor Selection Decision (ASD). The simulation results show that the proposed system makes a proper selection of actor nodes.

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Author information

Authors and Affiliations

  1. Graduate School of Engineering, Fukuoka Institute of Technology (FIT), 3-30-1 Wajiro-Higashi, Higashi-Ku, Fukuoka, 811-0295, Japan

    Donald Elmazi & Miralda Cuka

  2. Department of Information and Computer Engineering, Okayama University of Science, 1-1 Ridai-cho, Kita-Ku, Okayama, 700-0005, Japan

    Tetsuya Oda & Elis Kulla

  3. Department of Information and Communication Engineering, Fukuoka Institute of Technology (FIT), 3-30-1 Wajiro-Higashi, Higashi-Ku, Fukuoka, 811-0295, Japan

    Makoto Ikeda & Leonard Barolli

Authors
  1. Donald Elmazi
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  2. Miralda Cuka
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  3. Tetsuya Oda
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  4. Elis Kulla
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  5. Makoto Ikeda
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  6. Leonard Barolli
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Corresponding author

Correspondence to Donald Elmazi .

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Editors and Affiliations

  1. Department of Information and Communication Engineering, Faculty of Information Engineering, Fukuoka Institute of Technology, Fukuoka, Japan

    Leonard Barolli

  2. Politècnico di Torino, Istituto Superiore Mario Boella, Turin, Italy

    Olivier Terzo

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Elmazi, D., Cuka, M., Oda, T., Kulla, E., Ikeda, M., Barolli, L. (2018). Selection of Actor Nodes in Wireless Sensor and Actor Networks: A Fuzzy-Based System Considering Packet Error Rate as a New Parameter. In: Barolli, L., Terzo, O. (eds) Complex, Intelligent, and Software Intensive Systems. CISIS 2017. Advances in Intelligent Systems and Computing, vol 611. Springer, Cham. https://doi.org/10.1007/978-3-319-61566-0_5

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  • DOI: https://doi.org/10.1007/978-3-319-61566-0_5

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-61565-3

  • Online ISBN: 978-3-319-61566-0

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